AI Engineer for Anomaly Detection in Gaming
1 week ago
At PlayStation Global, we're pushing the boundaries of innovation to revolutionize the gaming experience. As a Staff Machine Learning Engineer, you'll be at the forefront of this mission, specializing in Anomaly Detection.
About the Role:We're seeking a talented principal engineer with 6+ years of experience in anomaly detection, machine learning, or related technical fields. Your expertise will drive technical excellence and innovation in our research team, designing, implementing, and optimizing advanced algorithms and machine learning models to detect anomalies in game streams.
- Anomaly Detection Development: Develop novel anomaly detection algorithms to automatically identify bugs and glitches in game streams.
- Research and Innovation: Lead research initiatives in anomaly detection, contributing to the authorship of research papers and presenting at relevant conferences.
- Data Analysis: Perform extensive data analysis and preprocessing to uncover patterns and improve detection accuracy.
As a key member of our dynamic R&D team, you'll work closely with cross-functional teams to integrate detection technologies into production environments, ensuring scalability and performance. You'll also stay current with the latest research in anomaly detection, machine learning, and artificial intelligence, disseminating knowledge across the team.
What We're Looking For:- Education: Master's degree in Computer Science, Electrical Engineering, Statistics, Mathematics, or a related field. A PhD is a plus.
- Domain Expertise: Prior experience in anomaly detection applied to areas such as QA, gameplay analysis, computer vision or video stream analysis.
- Technical Skills: Proven experience with machine learning frameworks such as Python, NumPy, TensorFlow, or PyTorch.
With a competitive salary of $150,000 - $180,000 per year, you'll enjoy a range of benefits, including discretionary bonus opportunities, hybrid working arrangements, private medical insurance, and access to on-site facilities like the gym and café. Our commitment to diversity and inclusion means we welcome applications from candidates who share our passion for innovation and gaming.
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